

<!DOCTYPE html>
<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
<head>
  <meta charset="utf-8">
  
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  
  <title>Applications &mdash; DCASE2017 Baseline 1.0 documentation</title>
  

  
  
    <link rel="shortcut icon" href="_static/favicon.ico"/>
  
  
  

  

  
  
    

  

  
  
    <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
  

  
    <link rel="stylesheet" href="_static/theme_overrides.css" type="text/css" />
  

  
        <link rel="index" title="Index"
              href="genindex.html"/>
        <link rel="search" title="Search" href="search.html"/>
    <link rel="top" title="DCASE2017 Baseline 1.0 documentation" href="index.html"/>
        <link rel="next" title="Installation" href="install.html"/>
        <link rel="prev" title="System description" href="system_description.html"/> 

  
  <script src="_static/js/modernizr.min.js"></script>

</head>

<body class="wy-body-for-nav" role="document">

   
  <div class="wy-grid-for-nav">

    
    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
      <div class="wy-side-scroll">
        <div class="wy-side-nav-search">
          

          
            <a href="index.html" class="icon icon-home"> DCASE2017 Baseline
          

          
            
            <img src="_static/dcase2017_baseline.png" class="logo" />
          
          </a>

          

          
<div role="search">
  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
    <input type="text" name="q" placeholder="Search docs" />
    <input type="hidden" name="check_keywords" value="yes" />
    <input type="hidden" name="area" value="default" />
  </form>
</div>

          
        </div>

        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
          
            
            
              
            
            
              <p class="caption"><span class="caption-text">Baseline system</span></p>
<ul class="current">
<li class="toctree-l1"><a class="reference internal" href="system_description.html">System description</a><ul>
<li class="toctree-l2"><a class="reference internal" href="system_description.html#mlp-based-system-dcase2017-baseline">MLP based system, DCASE2017 baseline</a></li>
<li class="toctree-l2"><a class="reference internal" href="system_description.html#gmm-based-approach">GMM based approach</a></li>
<li class="toctree-l2"><a class="reference internal" href="system_description.html#processing-blocks">Processing blocks</a></li>
</ul>
</li>
<li class="toctree-l1 current"><a class="current reference internal" href="#">Applications</a><ul>
<li class="toctree-l2"><a class="reference internal" href="#task1-acoustic-scene-classification"> Acoustic scene classification</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#results">Results</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="#task2-detection-of-rare-sound-events"> Detection of rare sound events</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#id2">Results</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="#task3-sound-event-detection-in-real-life-audio"> Sound event detection in real life audio</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#id3">Results</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="install.html">Installation</a></li>
<li class="toctree-l1"><a class="reference internal" href="usage_tutorial.html">Usage</a><ul>
<li class="toctree-l2"><a class="reference internal" href="usage_tutorial.html#application-arguments">Application arguments</a></li>
<li class="toctree-l2"><a class="reference internal" href="usage_tutorial.html#basic-usage">Basic usage</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="parameterization.html">Parameterization</a><ul>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-overwriting">Parameter overwriting</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-file">Parameter file</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-hash">Parameter hash</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-sections">Parameter sections</a><ul>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#flow">Flow</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#general">General</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#path">Path</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#dataset">Dataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-extractor">Feature extractor</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-stacker">Feature stacker</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-normalizer">Feature normalizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-aggregator">Feature aggregator</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#learner">Learner</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#recognizer">Recognizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#evaluator">Evaluator</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#logging">Logging</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="reproducibility.html">Reproducibility</a><ul>
<li class="toctree-l2"><a class="reference internal" href="reproducibility.html#blas-libraries">BLAS libraries</a><ul>
<li class="toctree-l3"><a class="reference internal" href="reproducibility.html#intel-math-kernel">Intel Math Kernel</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="reproducibility.html#running-the-baseline-system">Running the baseline system</a></li>
</ul>
</li>
</ul>
<p class="caption"><span class="caption-text">DCASE Framework</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="framework.html">Introduction</a><ul>
<li class="toctree-l2"><a class="reference internal" href="framework.html#training-process">Training process</a></li>
<li class="toctree-l2"><a class="reference internal" href="framework.html#testing-process">Testing process</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="extending_framework.html">Extending the framework</a><ul>
<li class="toctree-l2"><a class="reference internal" href="extending_framework.html#adding-datasets">Adding datasets</a></li>
<li class="toctree-l2"><a class="reference internal" href="extending_framework.html#adding-features">Adding features</a></li>
<li class="toctree-l2"><a class="reference internal" href="extending_framework.html#addinng-learners">Addinng learners</a></li>
<li class="toctree-l2"><a class="reference internal" href="extending_framework.html#extending-applicationcore">Extending ApplicationCore</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="application_core.html">Application core</a><ul>
<li class="toctree-l2"><a class="reference internal" href="application_core.html#acousticsceneclassificationappcore">AcousticSceneClassificationAppCore</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.html">dcase_framework.application_core.AcousticSceneClassificationAppCore</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.show_dataset_list.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.show_dataset_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.show_parameters.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.show_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.initialize.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.initialize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.feature_extraction.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.feature_extraction</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.feature_normalization.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.feature_normalization</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.system_training.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.system_training</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.system_testing.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.system_testing</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.system_evaluation.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.system_evaluation</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="application_core.html#soundeventappcore">SoundEventAppCore</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.html">dcase_framework.application_core.SoundEventAppCore</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.show_dataset_list.html">dcase_framework.application_core.SoundEventAppCore.show_dataset_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.show_parameters.html">dcase_framework.application_core.SoundEventAppCore.show_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.initialize.html">dcase_framework.application_core.SoundEventAppCore.initialize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.feature_extraction.html">dcase_framework.application_core.SoundEventAppCore.feature_extraction</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.feature_normalization.html">dcase_framework.application_core.SoundEventAppCore.feature_normalization</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.system_training.html">dcase_framework.application_core.SoundEventAppCore.system_training</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.system_testing.html">dcase_framework.application_core.SoundEventAppCore.system_testing</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.system_evaluation.html">dcase_framework.application_core.SoundEventAppCore.system_evaluation</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="application_core.html#binarysoundeventappcore">BinarySoundEventAppCore</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.html">dcase_framework.application_core.BinarySoundEventAppCore</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.show_dataset_list.html">dcase_framework.application_core.BinarySoundEventAppCore.show_dataset_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.show_parameters.html">dcase_framework.application_core.BinarySoundEventAppCore.show_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.initialize.html">dcase_framework.application_core.BinarySoundEventAppCore.initialize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.feature_extraction.html">dcase_framework.application_core.BinarySoundEventAppCore.feature_extraction</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.feature_normalization.html">dcase_framework.application_core.BinarySoundEventAppCore.feature_normalization</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.system_training.html">dcase_framework.application_core.BinarySoundEventAppCore.system_training</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.system_testing.html">dcase_framework.application_core.BinarySoundEventAppCore.system_testing</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.system_evaluation.html">dcase_framework.application_core.BinarySoundEventAppCore.system_evaluation</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="application_core.html#appcore-base-class">AppCore &#8211; base class</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.html">dcase_framework.application_core.AppCore</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.show_dataset_list.html">dcase_framework.application_core.AppCore.show_dataset_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.show_parameters.html">dcase_framework.application_core.AppCore.show_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.initialize.html">dcase_framework.application_core.AppCore.initialize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.feature_extraction.html">dcase_framework.application_core.AppCore.feature_extraction</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.feature_normalization.html">dcase_framework.application_core.AppCore.feature_normalization</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.system_training.html">dcase_framework.application_core.AppCore.system_training</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.system_testing.html">dcase_framework.application_core.AppCore.system_testing</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.system_evaluation.html">dcase_framework.application_core.AppCore.system_evaluation</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="parameters.html">Parameters</a><ul>
<li class="toctree-l2"><a class="reference internal" href="parameters.html#recipe">Recipe</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameters.html#paths-and-parameter-hash">Paths and parameter hash</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameters.html#parametercontainer">ParameterContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.html">dcase_framework.parameters.ParameterContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.load.html">dcase_framework.parameters.ParameterContainer.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.save.html">dcase_framework.parameters.ParameterContainer.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.exists.html">dcase_framework.parameters.ParameterContainer.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.get_path.html">dcase_framework.parameters.ParameterContainer.get_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.show.html">dcase_framework.parameters.ParameterContainer.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.log.html">dcase_framework.parameters.ParameterContainer.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.override.html">dcase_framework.parameters.ParameterContainer.override</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.process.html">dcase_framework.parameters.ParameterContainer.process</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.process_method_parameters.html">dcase_framework.parameters.ParameterContainer.process_method_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.get_hash.html">dcase_framework.parameters.ParameterContainer.get_hash</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="files.html">Files</a><ul>
<li class="toctree-l2"><a class="reference internal" href="files.html#audiofile">AudioFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.AudioFile.html">dcase_framework.files.AudioFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.AudioFile.load.html">dcase_framework.files.AudioFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.AudioFile.save.html">dcase_framework.files.AudioFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.AudioFile.exists.html">dcase_framework.files.AudioFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.AudioFile.empty.html">dcase_framework.files.AudioFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#parameterfile">ParameterFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ParameterFile.html">dcase_framework.files.ParameterFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ParameterFile.load.html">dcase_framework.files.ParameterFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ParameterFile.save.html">dcase_framework.files.ParameterFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ParameterFile.exists.html">dcase_framework.files.ParameterFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ParameterFile.empty.html">dcase_framework.files.ParameterFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#featurefile">FeatureFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.FeatureFile.html">dcase_framework.files.FeatureFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.FeatureFile.load.html">dcase_framework.files.FeatureFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.FeatureFile.save.html">dcase_framework.files.FeatureFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.FeatureFile.exists.html">dcase_framework.files.FeatureFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.FeatureFile.empty.html">dcase_framework.files.FeatureFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#datafile">DataFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DataFile.html">dcase_framework.files.DataFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DataFile.load.html">dcase_framework.files.DataFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DataFile.save.html">dcase_framework.files.DataFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DataFile.exists.html">dcase_framework.files.DataFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DataFile.empty.html">dcase_framework.files.DataFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#repositoryfile">RepositoryFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.RepositoryFile.html">dcase_framework.files.RepositoryFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.RepositoryFile.load.html">dcase_framework.files.RepositoryFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.RepositoryFile.exists.html">dcase_framework.files.RepositoryFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.RepositoryFile.empty.html">dcase_framework.files.RepositoryFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#textfile">TextFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.TextFile.html">dcase_framework.files.TextFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.TextFile.load.html">dcase_framework.files.TextFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.TextFile.save.html">dcase_framework.files.TextFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.TextFile.exists.html">dcase_framework.files.TextFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.TextFile.empty.html">dcase_framework.files.TextFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#dictfile">DictFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DictFile.html">dcase_framework.files.DictFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DictFile.load.html">dcase_framework.files.DictFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DictFile.save.html">dcase_framework.files.DictFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DictFile.exists.html">dcase_framework.files.DictFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DictFile.empty.html">dcase_framework.files.DictFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#listfile">ListFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.html">dcase_framework.files.ListFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.load.html">dcase_framework.files.ListFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.save.html">dcase_framework.files.ListFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.exists.html">dcase_framework.files.ListFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.empty.html">dcase_framework.files.ListFile.empty</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="files.html#mixins">Mixins</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.FileMixin.html">dcase_framework.files.FileMixin</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="datasets.html">Datasets</a><ul>
<li class="toctree-l2"><a class="reference internal" href="datasets.html#dataset-base-class">Dataset - Base class</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.html">dcase_framework.datasets.Dataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.initialize.html">dcase_framework.datasets.Dataset.initialize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.show_info.html">dcase_framework.datasets.Dataset.show_info</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_files.html">dcase_framework.datasets.Dataset.audio_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_file_count.html">dcase_framework.datasets.Dataset.audio_file_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.meta.html">dcase_framework.datasets.Dataset.meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.meta_count.html">dcase_framework.datasets.Dataset.meta_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.error_meta.html">dcase_framework.datasets.Dataset.error_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.error_meta_count.html">dcase_framework.datasets.Dataset.error_meta_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.fold_count.html">dcase_framework.datasets.Dataset.fold_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.scene_labels.html">dcase_framework.datasets.Dataset.scene_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.scene_label_count.html">dcase_framework.datasets.Dataset.scene_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.event_labels.html">dcase_framework.datasets.Dataset.event_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.event_label_count.html">dcase_framework.datasets.Dataset.event_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_tags.html">dcase_framework.datasets.Dataset.audio_tags</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_tag_count.html">dcase_framework.datasets.Dataset.audio_tag_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.download_packages.html">dcase_framework.datasets.Dataset.download_packages</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.extract.html">dcase_framework.datasets.Dataset.extract</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.train.html">dcase_framework.datasets.Dataset.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.test.html">dcase_framework.datasets.Dataset.test</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.eval.html">dcase_framework.datasets.Dataset.eval</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.train_files.html">dcase_framework.datasets.Dataset.train_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.test_files.html">dcase_framework.datasets.Dataset.test_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.eval_files.html">dcase_framework.datasets.Dataset.eval_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.validation_files.html">dcase_framework.datasets.Dataset.validation_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.folds.html">dcase_framework.datasets.Dataset.folds</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_meta.html">dcase_framework.datasets.Dataset.file_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_error_meta.html">dcase_framework.datasets.Dataset.file_error_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_error_meta.html">dcase_framework.datasets.Dataset.file_error_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.relative_to_absolute_path.html">dcase_framework.datasets.Dataset.relative_to_absolute_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.absolute_to_relative.html">dcase_framework.datasets.Dataset.absolute_to_relative</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="datasets.html#acousticscenedataset">AcousticSceneDataset</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.AcousticSceneDataset.html">dcase_framework.datasets.AcousticSceneDataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2017_DevelopmentSet.html">dcase_framework.datasets.TUTAcousticScenes_2017_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2016_DevelopmentSet.html">dcase_framework.datasets.TUTAcousticScenes_2016_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2016_EvaluationSet.html">dcase_framework.datasets.TUTAcousticScenes_2016_EvaluationSet</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="datasets.html#soundeventdataset">SoundEventDataset</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.html">dcase_framework.datasets.SoundEventDataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.event_label_count.html">dcase_framework.datasets.SoundEventDataset.event_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.event_labels.html">dcase_framework.datasets.SoundEventDataset.event_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.train.html">dcase_framework.datasets.SoundEventDataset.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.test.html">dcase_framework.datasets.SoundEventDataset.test</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTRareSoundEvents_2017_DevelopmentSet.html">dcase_framework.datasets.TUTRareSoundEvents_2017_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2017_DevelopmentSet.html">dcase_framework.datasets.TUTSoundEvents_2017_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2016_DevelopmentSet.html">dcase_framework.datasets.TUTSoundEvents_2016_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2016_EvaluationSet.html">dcase_framework.datasets.TUTSoundEvents_2016_EvaluationSet</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="datasets.html#audiotaggingdataset">AudioTaggingDataset</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.AudioTaggingDataset.html">dcase_framework.datasets.AudioTaggingDataset</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="metadata.html">Meta data</a><ul>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#metadataitem">MetaDataItem</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.html">dcase_framework.metadata.MetaDataItem</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.id.html">dcase_framework.metadata.MetaDataItem.id</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.file.html">dcase_framework.metadata.MetaDataItem.file</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.scene_label.html">dcase_framework.metadata.MetaDataItem.scene_label</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.event_label.html">dcase_framework.metadata.MetaDataItem.event_label</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.event_onset.html">dcase_framework.metadata.MetaDataItem.event_onset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.event_offset.html">dcase_framework.metadata.MetaDataItem.event_offset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.identifier.html">dcase_framework.metadata.MetaDataItem.identifier</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.source_label.html">dcase_framework.metadata.MetaDataItem.source_label</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#metadatacontainer">MetaDataContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.html">dcase_framework.metadata.MetaDataContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.log.html">dcase_framework.metadata.MetaDataContainer.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.show.html">dcase_framework.metadata.MetaDataContainer.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.get_string.html">dcase_framework.metadata.MetaDataContainer.get_string</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.update.html">dcase_framework.metadata.MetaDataContainer.update</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.filter.html">dcase_framework.metadata.MetaDataContainer.filter</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.filter_time_segment.html">dcase_framework.metadata.MetaDataContainer.filter_time_segment</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.process_events.html">dcase_framework.metadata.MetaDataContainer.process_events</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.remove_field.html">dcase_framework.metadata.MetaDataContainer.remove_field</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.slice_field.html">dcase_framework.metadata.MetaDataContainer.slice_field</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.filter_time_segment.html">dcase_framework.metadata.MetaDataContainer.filter_time_segment</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.add_time_offset.html">dcase_framework.metadata.MetaDataContainer.add_time_offset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.file_list.html">dcase_framework.metadata.MetaDataContainer.file_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_count.html">dcase_framework.metadata.MetaDataContainer.event_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.scene_label_count.html">dcase_framework.metadata.MetaDataContainer.scene_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_label_count.html">dcase_framework.metadata.MetaDataContainer.event_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.unique_scene_labels.html">dcase_framework.metadata.MetaDataContainer.unique_scene_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.unique_event_labels.html">dcase_framework.metadata.MetaDataContainer.unique_event_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.max_offset.html">dcase_framework.metadata.MetaDataContainer.max_offset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.load.html">dcase_framework.metadata.MetaDataContainer.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.save.html">dcase_framework.metadata.MetaDataContainer.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_stat_counts.html">dcase_framework.metadata.MetaDataContainer.event_stat_counts</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_roll.html">dcase_framework.metadata.MetaDataContainer.event_roll</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#eventroll">EventRoll</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.html">dcase_framework.metadata.EventRoll</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.roll.html">dcase_framework.metadata.EventRoll.roll</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.pad.html">dcase_framework.metadata.EventRoll.pad</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.plot.html">dcase_framework.metadata.EventRoll.plot</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#probabilityitem">ProbabilityItem</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.html">dcase_framework.metadata.ProbabilityItem</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.id.html">dcase_framework.metadata.ProbabilityItem.id</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.file.html">dcase_framework.metadata.ProbabilityItem.file</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.label.html">dcase_framework.metadata.ProbabilityItem.label</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.timestamp.html">dcase_framework.metadata.ProbabilityItem.timestamp</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.probability.html">dcase_framework.metadata.ProbabilityItem.probability</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.get_list.html">dcase_framework.metadata.ProbabilityItem.get_list</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#probabilitycontainer">ProbabilityContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.html">dcase_framework.metadata.ProbabilityContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.log.html">dcase_framework.metadata.ProbabilityContainer.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.show.html">dcase_framework.metadata.ProbabilityContainer.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.update.html">dcase_framework.metadata.ProbabilityContainer.update</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.file_list.html">dcase_framework.metadata.ProbabilityContainer.file_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.unique_labels.html">dcase_framework.metadata.ProbabilityContainer.unique_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.filter.html">dcase_framework.metadata.ProbabilityContainer.filter</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.get_string.html">dcase_framework.metadata.ProbabilityContainer.get_string</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.load.html">dcase_framework.metadata.ProbabilityContainer.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.save.html">dcase_framework.metadata.ProbabilityContainer.save</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="features.html">Features</a><ul>
<li class="toctree-l2"><a class="reference internal" href="features.html#featurecontainer">FeatureContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.html">dcase_framework.features.FeatureContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.show.html">dcase_framework.features.FeatureContainer.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.log.html">dcase_framework.features.FeatureContainer.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.get_path.html">dcase_framework.features.FeatureContainer.get_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.shape.html">dcase_framework.features.FeatureContainer.shape</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.channels.html">dcase_framework.features.FeatureContainer.channels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.frames.html">dcase_framework.features.FeatureContainer.frames</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.vector_length.html">dcase_framework.features.FeatureContainer.vector_length</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.feat.html">dcase_framework.features.FeatureContainer.feat</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.stat.html">dcase_framework.features.FeatureContainer.stat</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.meta.html">dcase_framework.features.FeatureContainer.meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.load.html">dcase_framework.features.FeatureContainer.load</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featurerepository">FeatureRepository</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.html">dcase_framework.features.FeatureRepository</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.show.html">dcase_framework.features.FeatureRepository.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.log.html">dcase_framework.features.FeatureRepository.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.get_path.html">dcase_framework.features.FeatureRepository.get_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.load.html">dcase_framework.features.FeatureRepository.load</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featureextractor">FeatureExtractor</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureExtractor.html">dcase_framework.features.FeatureExtractor</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureExtractor.extract.html">dcase_framework.features.FeatureExtractor.extract</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureExtractor.get_default_parameters.html">dcase_framework.features.FeatureExtractor.get_default_parameters</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featurenormalizer">FeatureNormalizer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.html">dcase_framework.features.FeatureNormalizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.accumulate.html">dcase_framework.features.FeatureNormalizer.accumulate</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.finalize.html">dcase_framework.features.FeatureNormalizer.finalize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.normalize.html">dcase_framework.features.FeatureNormalizer.normalize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.process.html">dcase_framework.features.FeatureNormalizer.process</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featurestacker">FeatureStacker</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureStacker.html">dcase_framework.features.FeatureStacker</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureStacker.normalizer.html">dcase_framework.features.FeatureStacker.normalizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureStacker.feature_vector.html">dcase_framework.features.FeatureStacker.feature_vector</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureStacker.process.html">dcase_framework.features.FeatureStacker.process</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featureaggregator">FeatureAggregator</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureAggregator.html">dcase_framework.features.FeatureAggregator</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureAggregator.process.html">dcase_framework.features.FeatureAggregator.process</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featuremasker">FeatureMasker</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureMasker.html">dcase_framework.features.FeatureMasker</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureMasker.process.html">dcase_framework.features.FeatureMasker.process</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="learners.html">Learners</a><ul>
<li class="toctree-l2"><a class="reference internal" href="learners.html#sceneclassifier">SceneClassifier</a><ul>
<li class="toctree-l3"><a class="reference internal" href="learners.html#sceneclassifiergmm">SceneClassifierGMM</a><ul>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierGMM.html">dcase_framework.learners.SceneClassifierGMM</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierGMM.learn.html">dcase_framework.learners.SceneClassifierGMM.learn</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierGMM.predict.html">dcase_framework.learners.SceneClassifierGMM.predict</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="learners.html#sceneclassifiermlp">SceneClassifierMLP</a><ul>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierMLP.html">dcase_framework.learners.SceneClassifierMLP</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierMLP.learn.html">dcase_framework.learners.SceneClassifierMLP.learn</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierMLP.predict.html">dcase_framework.learners.SceneClassifierMLP.predict</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="learners.html#sceneclassifierkerassequential">SceneClassifierKerasSequential</a><ul>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierKerasSequential.html">dcase_framework.learners.SceneClassifierKerasSequential</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierKerasSequential.learn.html">dcase_framework.learners.SceneClassifierKerasSequential.learn</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierKerasSequential.predict.html">dcase_framework.learners.SceneClassifierKerasSequential.predict</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="learners.html#eventdetector">EventDetector</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.EventDetector.html">dcase_framework.learners.EventDetector</a></li>
<li class="toctree-l3"><a class="reference internal" href="learners.html#eventdetectorgmm">EventDetectorGMM</a><ul>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorGMM.html">dcase_framework.learners.EventDetectorGMM</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorGMM.learn.html">dcase_framework.learners.EventDetectorGMM.learn</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorGMM.predict.html">dcase_framework.learners.EventDetectorGMM.predict</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="learners.html#eventdetectormlp">EventDetectorMLP</a><ul>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorMLP.html">dcase_framework.learners.EventDetectorMLP</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorMLP.learn.html">dcase_framework.learners.EventDetectorMLP.learn</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorMLP.predict.html">dcase_framework.learners.EventDetectorMLP.predict</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="learners.html#eventdetectorkerassequential">EventDetectorKerasSequential</a><ul>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorKerasSequential.html">dcase_framework.learners.EventDetectorKerasSequential</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorKerasSequential.learn.html">dcase_framework.learners.EventDetectorKerasSequential.learn</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorKerasSequential.predict.html">dcase_framework.learners.EventDetectorKerasSequential.predict</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="learners.html#learnercontainer-base-class">LearnerContainer - Base class</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.html">dcase_framework.learners.LearnerContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.class_labels.html">dcase_framework.learners.LearnerContainer.class_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.method.html">dcase_framework.learners.LearnerContainer.method</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.params.html">dcase_framework.learners.LearnerContainer.params</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.feature_masker.html">dcase_framework.learners.LearnerContainer.feature_masker</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.feature_normalizer.html">dcase_framework.learners.LearnerContainer.feature_normalizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.feature_stacker.html">dcase_framework.learners.LearnerContainer.feature_stacker</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.feature_aggregator.html">dcase_framework.learners.LearnerContainer.feature_aggregator</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.model.html">dcase_framework.learners.LearnerContainer.model</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.set_seed.html">dcase_framework.learners.LearnerContainer.set_seed</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.learner_params.html">dcase_framework.learners.LearnerContainer.learner_params</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="recognizers.html">Recognizers</a><ul>
<li class="toctree-l2"><a class="reference internal" href="recognizers.html#scenerecognizer">SceneRecognizer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.SceneRecognizer.html">dcase_framework.recognizers.SceneRecognizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.SceneRecognizer.process.html">dcase_framework.recognizers.SceneRecognizer.process</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="recognizers.html#eventrecognizer">EventRecognizer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.EventRecognizer.html">dcase_framework.recognizers.EventRecognizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.EventRecognizer.process.html">dcase_framework.recognizers.EventRecognizer.process</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.EventRecognizer.process_ratio.html">dcase_framework.recognizers.EventRecognizer.process_ratio</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="recognizers.html#baserecognizer">BaseRecognizer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.BaseRecognizer.html">dcase_framework.recognizers.BaseRecognizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.BaseRecognizer.collapse_probabilities.html">dcase_framework.recognizers.BaseRecognizer.collapse_probabilities</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.BaseRecognizer.collapse_probabilities_windowed.html">dcase_framework.recognizers.BaseRecognizer.collapse_probabilities_windowed</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.BaseRecognizer.find_contiguous_regions.html">dcase_framework.recognizers.BaseRecognizer.find_contiguous_regions</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.recognizers.BaseRecognizer.process_activity.html">dcase_framework.recognizers.BaseRecognizer.process_activity</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="data.html">Data utils</a><ul>
<li class="toctree-l2"><a class="reference internal" href="data.html#datasequencer">DataSequencer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataSequencer.html">dcase_framework.data.DataSequencer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataSequencer.process.html">dcase_framework.data.DataSequencer.process</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataSequencer.increase_shifting.html">dcase_framework.data.DataSequencer.increase_shifting</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="data.html#dataprocessor">DataProcessor</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataProcessor.html">dcase_framework.data.DataProcessor</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataProcessor.load.html">dcase_framework.data.DataProcessor.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataProcessor.process.html">dcase_framework.data.DataProcessor.process</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataProcessor.process_features.html">dcase_framework.data.DataProcessor.process_features</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataProcessor.process_activity_data.html">dcase_framework.data.DataProcessor.process_activity_data</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataProcessor.process_data.html">dcase_framework.data.DataProcessor.process_data</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataProcessor.call_method.html">dcase_framework.data.DataProcessor.call_method</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="data.html#databuffer">DataBuffer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataBuffer.html">dcase_framework.data.DataBuffer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataBuffer.count.html">dcase_framework.data.DataBuffer.count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataBuffer.full.html">dcase_framework.data.DataBuffer.full</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataBuffer.key_exists.html">dcase_framework.data.DataBuffer.key_exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataBuffer.set.html">dcase_framework.data.DataBuffer.set</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataBuffer.get.html">dcase_framework.data.DataBuffer.get</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.DataBuffer.clear.html">dcase_framework.data.DataBuffer.clear</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="data.html#processingchain">ProcessingChain</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.ProcessingChain.html">dcase_framework.data.ProcessingChain</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.ProcessingChain.process.html">dcase_framework.data.ProcessingChain.process</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.data.ProcessingChain.call_method.html">dcase_framework.data.ProcessingChain.call_method</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="keras_utils.html">Keras utils</a><ul>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#kerasmixin">KerasMixin</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.create_model.html">dcase_framework.keras_utils.KerasMixin.create_model</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.create_callback_list.html">dcase_framework.keras_utils.KerasMixin.create_callback_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.create_external_metric_evaluators.html">dcase_framework.keras_utils.KerasMixin.create_external_metric_evaluators</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.prepare_data.html">dcase_framework.keras_utils.KerasMixin.prepare_data</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.prepare_activity.html">dcase_framework.keras_utils.KerasMixin.prepare_activity</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.keras_model_exists.html">dcase_framework.keras_utils.KerasMixin.keras_model_exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.log_model_summary.html">dcase_framework.keras_utils.KerasMixin.log_model_summary</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.plot_model.html">dcase_framework.keras_utils.KerasMixin.plot_model</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.KerasMixin.get_processing_interval.html">dcase_framework.keras_utils.KerasMixin.get_processing_interval</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#basecallback">BaseCallback</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.BaseCallback.html">dcase_framework.keras_utils.BaseCallback</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#progressloggercallback">ProgressLoggerCallback</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.ProgressLoggerCallback.html">dcase_framework.keras_utils.ProgressLoggerCallback</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#progressplottercallback">ProgressPlotterCallback</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.ProgressPlotterCallback.html">dcase_framework.keras_utils.ProgressPlotterCallback</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#stoppercallback">StopperCallback</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.StopperCallback.html">dcase_framework.keras_utils.StopperCallback</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#stashercallback">StasherCallback</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.StasherCallback.html">dcase_framework.keras_utils.StasherCallback</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#basedatagenerator">BaseDataGenerator</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.BaseDataGenerator.html">dcase_framework.keras_utils.BaseDataGenerator</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.BaseDataGenerator.input_size.html">dcase_framework.keras_utils.BaseDataGenerator.input_size</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.BaseDataGenerator.data_size.html">dcase_framework.keras_utils.BaseDataGenerator.data_size</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.BaseDataGenerator.steps_count.html">dcase_framework.keras_utils.BaseDataGenerator.steps_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.BaseDataGenerator.info.html">dcase_framework.keras_utils.BaseDataGenerator.info</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#featuregenerator">FeatureGenerator</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.FeatureGenerator.html">dcase_framework.keras_utils.FeatureGenerator</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.FeatureGenerator.generator.html">dcase_framework.keras_utils.FeatureGenerator.generator</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="ui.html">User interfacing</a><ul>
<li class="toctree-l2"><a class="reference internal" href="ui.html#fancylogger">FancyLogger</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.html">dcase_framework.ui.FancyLogger</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.title.html">dcase_framework.ui.FancyLogger.title</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.section_header.html">dcase_framework.ui.FancyLogger.section_header</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.foot.html">dcase_framework.ui.FancyLogger.foot</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.line.html">dcase_framework.ui.FancyLogger.line</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.data.html">dcase_framework.ui.FancyLogger.data</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.info.html">dcase_framework.ui.FancyLogger.info</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.debug.html">dcase_framework.ui.FancyLogger.debug</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.ui.FancyLogger.error.html">dcase_framework.ui.FancyLogger.error</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="utils.html">Utils</a><ul>
<li class="toctree-l2"><a class="reference internal" href="utils.html#utility-functions">Utility functions</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.setup_logging.html">dcase_framework.utils.setup_logging</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.get_parameter_hash.html">dcase_framework.utils.get_parameter_hash</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.get_class_inheritors.html">dcase_framework.utils.get_class_inheritors</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.get_byte_string.html">dcase_framework.utils.get_byte_string</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.argument_file_exists.html">dcase_framework.utils.argument_file_exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.filelist_exists.html">dcase_framework.utils.filelist_exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.posix_path.html">dcase_framework.utils.posix_path</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="utils.html#timer">Timer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.Timer.html">dcase_framework.utils.Timer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.Timer.start.html">dcase_framework.utils.Timer.start</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.Timer.stop.html">dcase_framework.utils.Timer.stop</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.Timer.elapsed.html">dcase_framework.utils.Timer.elapsed</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.Timer.get_string.html">dcase_framework.utils.Timer.get_string</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="utils.html#suppressstdoutandstderr">SuppressStdoutAndStderr</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.SuppressStdoutAndStderr.html">dcase_framework.utils.SuppressStdoutAndStderr</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="utils.html#simplemathstringevaluator">SimpleMathStringEvaluator</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.SimpleMathStringEvaluator.html">dcase_framework.utils.SimpleMathStringEvaluator</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.SimpleMathStringEvaluator.eval.html">dcase_framework.utils.SimpleMathStringEvaluator.eval</a></li>
</ul>
</li>
</ul>
</li>
</ul>

            
          
        </div>
      </div>
    </nav>

    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">

      
      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
        
          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
          <a href="index.html">DCASE2017 Baseline</a>
        
      </nav>


      
      <div class="wy-nav-content">
        <div class="rst-content">
          















<div role="navigation" aria-label="breadcrumbs navigation">

  <ul class="wy-breadcrumbs">
    
      <li><a href="index.html">Docs</a> &raquo;</li>
        
      <li>Applications</li>
    
    
      <li class="wy-breadcrumbs-aside">
        
            
        
      </li>
    
  </ul>

  
  <hr/>
</div>
          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
           <div itemprop="articleBody">
            
  <span class="target" id="applications"></span><div class="section" id="id1">
<h1>Applications<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h1>
<div class="section" id="task1-acoustic-scene-classification">
<span id="task1"></span><h2><img alt="task1" src="_images/task1_icon.png" /> Acoustic scene classification<a class="headerlink" href="#task1-acoustic-scene-classification" title="Permalink to this headline">¶</a></h2>
<p>The goal of acoustic scene classification is to classify a test recording into one of the provided predefined classes that characterizes the environment in which it was recorded — for example &#8220;park&#8221;, &#8220;home&#8221;, &#8220;office&#8221;.</p>
<div class="figure align-center" id="id6">
<a class="reference internal image-reference" href="_images/task1_overview.png"><img alt="_images/task1_overview.png" src="_images/task1_overview.png" style="width: 70%;" /></a>
<p class="caption"><span class="caption-text">System overview for acoustic scene classification application.</span></p>
</div>
<p><a class="reference external" href="http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/task-acoustic-scene-classification">More information on DCASE2017 Task 1 page.</a></p>
<div class="section" id="results">
<h3>Results<a class="headerlink" href="#results" title="Permalink to this headline">¶</a></h3>
<p><strong>TUT Acoustic Scenes 2017, Development</strong></p>
<p><em>Average accuracy of file-wise classification.</em></p>
<table border="1" class="docutils">
<colgroup>
<col width="35%" />
<col width="18%" />
<col width="12%" />
<col width="12%" />
<col width="12%" />
<col width="12%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head">Overall</th>
<th class="head" colspan="4">Folds</th>
</tr>
<tr class="row-even"><th class="head">System</th>
<th class="head">Accuracy</th>
<th class="head">1</th>
<th class="head">2</th>
<th class="head">3</th>
<th class="head">4</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>MLP based system,
<strong>DCASE2017 baseline</strong></td>
<td>74.8 %</td>
<td>75.2%</td>
<td>75.3 %</td>
<td>77.3 %</td>
<td>71.3 %</td>
</tr>
<tr class="row-even"><td>GMM based system</td>
<td>74.1 %</td>
<td>74.0 %</td>
<td>76.0 %</td>
<td>73.1 %</td>
<td>73.2 %</td>
</tr>
</tbody>
</table>
<p>Scene class-wise results</p>
<table border="1" class="docutils">
<colgroup>
<col width="50%" />
<col width="25%" />
<col width="25%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="2">System</th>
</tr>
<tr class="row-even"><th class="head">Scene class</th>
<th class="head">MLP</th>
<th class="head">GMM</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>beach</td>
<td>75.3</td>
<td>75.0</td>
</tr>
<tr class="row-even"><td>bus</td>
<td>71.8</td>
<td>84.3</td>
</tr>
<tr class="row-odd"><td>cafe/restaurant</td>
<td>57.7</td>
<td>81.7</td>
</tr>
<tr class="row-even"><td>car</td>
<td>97.1</td>
<td>91.0</td>
</tr>
<tr class="row-odd"><td>city center</td>
<td>90.7</td>
<td>91.0</td>
</tr>
<tr class="row-even"><td>forest path</td>
<td>79.5</td>
<td>73.4</td>
</tr>
<tr class="row-odd"><td>grocery store</td>
<td>58.7</td>
<td>67.9</td>
</tr>
<tr class="row-even"><td>home</td>
<td>68.6</td>
<td>71.4</td>
</tr>
<tr class="row-odd"><td>library</td>
<td>57.1</td>
<td>63.5</td>
</tr>
<tr class="row-even"><td>metro station</td>
<td>91.7</td>
<td>81.4</td>
</tr>
<tr class="row-odd"><td>office</td>
<td>99.7</td>
<td>97.1</td>
</tr>
<tr class="row-even"><td>park</td>
<td>70.2</td>
<td>39.1</td>
</tr>
<tr class="row-odd"><td>residential area</td>
<td>64.1</td>
<td>74.7</td>
</tr>
<tr class="row-even"><td>train</td>
<td>58.0</td>
<td>41.0</td>
</tr>
<tr class="row-odd"><td>tram</td>
<td>81.7</td>
<td>79.2</td>
</tr>
<tr class="row-even"><td><strong>Overall</strong></td>
<td>74.8</td>
<td>74.1</td>
</tr>
</tbody>
</table>
<p>To reproduce the results run:</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">make</span> <span class="o">-</span><span class="n">C</span> <span class="n">docker</span><span class="o">/</span> <span class="n">task1</span>
</pre></div>
</div>
<p>See more about <a class="reference internal" href="reproducibility.html#reproducibility"><span class="std std-ref">reproducibility</span></a>.</p>
<p><em>Results calculated with Python 2.7.13, Keras 2.0.2, and Theano 0.9.0</em></p>
<p><strong>TUT Acoustic Scenes 2017, Evaluation</strong></p>
<p><em>Average accuracy of file-wise classification.</em></p>
<table border="1" class="docutils">
<colgroup>
<col width="67%" />
<col width="33%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head">Overall</th>
</tr>
<tr class="row-even"><th class="head">System</th>
<th class="head">Accuracy</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>MLP based system,
<strong>DCASE2017 baseline</strong></td>
<td>61.0 %</td>
</tr>
</tbody>
</table>
<p>Scene class-wise results</p>
<table border="1" class="docutils">
<colgroup>
<col width="67%" />
<col width="33%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">Scene class</th>
<th class="head">MLP</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-even"><td>beach</td>
<td>40.7</td>
</tr>
<tr class="row-odd"><td>bus</td>
<td>38.9</td>
</tr>
<tr class="row-even"><td>cafe/restaurant</td>
<td>43.5</td>
</tr>
<tr class="row-odd"><td>car</td>
<td>64.8</td>
</tr>
<tr class="row-even"><td>city center</td>
<td>79.6</td>
</tr>
<tr class="row-odd"><td>forest path</td>
<td>85.2</td>
</tr>
<tr class="row-even"><td>grocery store</td>
<td>49.1</td>
</tr>
<tr class="row-odd"><td>home</td>
<td>79.9</td>
</tr>
<tr class="row-even"><td>library</td>
<td>30.6</td>
</tr>
<tr class="row-odd"><td>metro station</td>
<td>93.5</td>
</tr>
<tr class="row-even"><td>office</td>
<td>73.1</td>
</tr>
<tr class="row-odd"><td>park</td>
<td>32.4</td>
</tr>
<tr class="row-even"><td>residential area</td>
<td>77.8</td>
</tr>
<tr class="row-odd"><td>train</td>
<td>72.2</td>
</tr>
<tr class="row-even"><td>tram</td>
<td>57.4</td>
</tr>
<tr class="row-odd"><td><strong>Overall</strong></td>
<td>61.0</td>
</tr>
</tbody>
</table>
<p><a class="reference external" href="http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/task-acoustic-scene-classification-results">More detailed results on DCASE2017 Task 1 results page.</a></p>
</div>
</div>
<div class="section" id="task2-detection-of-rare-sound-events">
<span id="task2"></span><h2><img alt="task2" src="_images/task2_icon.png" /> Detection of rare sound events<a class="headerlink" href="#task2-detection-of-rare-sound-events" title="Permalink to this headline">¶</a></h2>
<p>This task focuses on detection of rare sound events in artificially created mixtures. The goal is to output for each test file the information on whether the target sound event has been detected, including the textual label, onset and offset of the detected sound event.</p>
<div class="figure align-center" id="id7">
<a class="reference internal image-reference" href="_images/task2_overview.png"><img alt="_images/task2_overview.png" src="_images/task2_overview.png" style="width: 70%;" /></a>
<p class="caption"><span class="caption-text">System overview for detection of rare sound events application.</span></p>
</div>
<p><a class="reference external" href="http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/task-rare-sound-event-detection">More information on DCASE2017 Task 2.</a></p>
<div class="section" id="id2">
<h3>Results<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h3>
<p><strong>TUT Rare Sound Events 2017, Development</strong></p>
<p><em>Event-based metric</em></p>
<table border="1" class="docutils">
<colgroup>
<col width="53%" />
<col width="27%" />
<col width="20%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="2">Event-based metrics</th>
</tr>
<tr class="row-even"><th class="head">System</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>MLP based system,
<strong>DCASE2017 baseline</strong></td>
<td>0.53</td>
<td>72.7 %</td>
</tr>
<tr class="row-even"><td>GMM based system</td>
<td>0.55</td>
<td>72.5 %</td>
</tr>
</tbody>
</table>
<p>Event class-wise results</p>
<table border="1" class="docutils">
<colgroup>
<col width="40%" />
<col width="13%" />
<col width="17%" />
<col width="13%" />
<col width="17%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="4">System</th>
</tr>
<tr class="row-even"><th class="head">&nbsp;</th>
<th class="head" colspan="2">MLP</th>
<th class="head" colspan="2">GMM</th>
</tr>
<tr class="row-odd"><th class="head">Event class</th>
<th class="head">ER</th>
<th class="head">F-score</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-even"><td>babycry</td>
<td>0.67</td>
<td>72.0</td>
<td>0.77</td>
<td>67.6</td>
</tr>
<tr class="row-odd"><td>glassbreak</td>
<td>0.22</td>
<td>88.5</td>
<td>0.35</td>
<td>82.8</td>
</tr>
<tr class="row-even"><td>gunshot</td>
<td>0.69</td>
<td>57.4</td>
<td>0.54</td>
<td>67.2</td>
</tr>
<tr class="row-odd"><td><strong>Overall</strong></td>
<td>0.53</td>
<td>72.7</td>
<td>0.55</td>
<td>72.5</td>
</tr>
</tbody>
</table>
<p>To reproduce these results run:</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">make</span> <span class="o">-</span><span class="n">C</span> <span class="n">docker</span><span class="o">/</span> <span class="n">task2</span>
</pre></div>
</div>
<p>See more about <a class="reference internal" href="reproducibility.html#reproducibility"><span class="std std-ref">reproducibility</span></a>.</p>
<p><em>Results calculated with Python 2.7.13, Keras 2.0.2, and Theano 0.9.0</em></p>
<p>More details on the metrics calculation can be found in:</p>
<p>Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen, &#8220;<em>Metrics for polyphonic sound event detection</em>&#8221;, Applied Sciences, 6(6):162, 2016 [<a class="reference external" href="http://www.mdpi.com/2076-3417/6/6/162">HTML</a>][<a class="reference external" href="http://www.mdpi.com/2076-3417/6/6/162/pdf">PDF</a>]</p>
<p><strong>TUT Rare Sound Events 2017, Evaluation</strong></p>
<p><em>Event-based metric</em></p>
<table border="1" class="docutils">
<colgroup>
<col width="53%" />
<col width="27%" />
<col width="20%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="2">Event-based metrics</th>
</tr>
<tr class="row-even"><th class="head">System</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>MLP based system,
<strong>DCASE2017 baseline</strong></td>
<td>0.63</td>
<td>64.1 %</td>
</tr>
</tbody>
</table>
<p>Event class-wise results</p>
<table border="1" class="docutils">
<colgroup>
<col width="57%" />
<col width="19%" />
<col width="24%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="2">MLP</th>
</tr>
<tr class="row-even"><th class="head">Event class</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>babycry</td>
<td>0.80</td>
<td>66.8</td>
</tr>
<tr class="row-even"><td>glassbreak</td>
<td>0.38</td>
<td>79.1</td>
</tr>
<tr class="row-odd"><td>gunshot</td>
<td>0.73</td>
<td>46.5</td>
</tr>
<tr class="row-even"><td><strong>Overall</strong></td>
<td>0.63</td>
<td>64.1</td>
</tr>
</tbody>
</table>
<p><a class="reference external" href="http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/task-rare-sound-event-detection-results">More detailed results on DCASE2017 Task 2 results page.</a></p>
</div>
</div>
<div class="section" id="task3-sound-event-detection-in-real-life-audio">
<span id="task3"></span><h2><img alt="task3" src="_images/task3_icon.png" /> Sound event detection in real life audio<a class="headerlink" href="#task3-sound-event-detection-in-real-life-audio" title="Permalink to this headline">¶</a></h2>
<p>This task evaluates performance of the sound event detection systems in multisource conditions similar to our everyday life, where the sound sources are rarely heard in isolation. In this task, there is no control over the number of overlapping sound events at each time, not in the training nor in the testing audio data.</p>
<div class="figure align-center" id="id8">
<a class="reference internal image-reference" href="_images/task3_overview.png"><img alt="_images/task3_overview.png" src="_images/task3_overview.png" style="width: 70%;" /></a>
<p class="caption"><span class="caption-text">System overview for sound event detection in real life audio application.</span></p>
</div>
<p><a class="reference external" href="http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/task-sound-event-detection-in-real-life-audio">More information on DCASE2017 Task 3.</a></p>
<div class="section" id="id3">
<h3>Results<a class="headerlink" href="#id3" title="Permalink to this headline">¶</a></h3>
<p><strong>TUT Sound Events 2017, Development</strong></p>
<p><em>Segment-based metric</em></p>
<table border="1" class="docutils">
<colgroup>
<col width="52%" />
<col width="26%" />
<col width="22%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="2">Segment-based metrics</th>
</tr>
<tr class="row-even"><th class="head">System</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>MLP based system,
<strong>DCASE2017 baseline</strong></td>
<td>0.69</td>
<td>56.7 %</td>
</tr>
<tr class="row-even"><td>GMM based system</td>
<td>0.71</td>
<td>52.1 %</td>
</tr>
</tbody>
</table>
<p>Event class-wise metrics</p>
<table border="1" class="docutils">
<colgroup>
<col width="40%" />
<col width="13%" />
<col width="17%" />
<col width="13%" />
<col width="17%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="4">System</th>
</tr>
<tr class="row-even"><th class="head">&nbsp;</th>
<th class="head" colspan="2">MLP</th>
<th class="head" colspan="2">GMM</th>
</tr>
<tr class="row-odd"><th class="head">Event class</th>
<th class="head">ER</th>
<th class="head">F-score</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-even"><td>brakes squeaking</td>
<td>0.98</td>
<td>4.1</td>
<td>1.06</td>
<td>13.6</td>
</tr>
<tr class="row-odd"><td>car</td>
<td>0.57</td>
<td>74.1</td>
<td>0.60</td>
<td>66.4</td>
</tr>
<tr class="row-even"><td>children</td>
<td>1.35</td>
<td>0.0</td>
<td>1.54</td>
<td>0.0</td>
</tr>
<tr class="row-odd"><td>large vehicle</td>
<td>0.90</td>
<td>50.8</td>
<td>0.98</td>
<td>38.0</td>
</tr>
<tr class="row-even"><td>people speaking</td>
<td>1.25</td>
<td>18.5</td>
<td>1.23</td>
<td>28.5</td>
</tr>
<tr class="row-odd"><td>people walking</td>
<td>0.84</td>
<td>55.6</td>
<td>0.61</td>
<td>65.6</td>
</tr>
</tbody>
</table>
<p>To reproduce these results run:</p>
<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">make</span> <span class="o">-</span><span class="n">C</span> <span class="n">docker</span><span class="o">/</span> <span class="n">task3</span>
</pre></div>
</div>
<p>See more about <a class="reference internal" href="reproducibility.html#reproducibility"><span class="std std-ref">reproducibility</span></a>.</p>
<p><em>Results calculated with Python 2.7.13, Keras 2.0.2, and Theano 0.9.0</em></p>
<p>More details on the metrics calculation can be found in:</p>
<p>Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen, &#8220;<em>Metrics for polyphonic sound event detection</em>&#8221;, Applied Sciences, 6(6):162, 2016 [<a class="reference external" href="http://www.mdpi.com/2076-3417/6/6/162">HTML</a>][<a class="reference external" href="http://www.mdpi.com/2076-3417/6/6/162/pdf">PDF</a>]</p>
<p><strong>TUT Sound Events 2017, Evaluation</strong></p>
<p><em>Segment-based metric</em></p>
<table border="1" class="docutils">
<colgroup>
<col width="52%" />
<col width="26%" />
<col width="22%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="2">Segment-based metrics</th>
</tr>
<tr class="row-even"><th class="head">System</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>MLP based system,
<strong>DCASE2017 baseline</strong></td>
<td>0.94</td>
<td>42.8 %</td>
</tr>
</tbody>
</table>
<p>Event class-wise metrics</p>
<table border="1" class="docutils">
<colgroup>
<col width="57%" />
<col width="19%" />
<col width="24%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">&nbsp;</th>
<th class="head" colspan="2">MLP</th>
</tr>
<tr class="row-even"><th class="head">Event class</th>
<th class="head">ER</th>
<th class="head">F-score</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-odd"><td>brakes squeaking</td>
<td>0.92</td>
<td>16.5</td>
</tr>
<tr class="row-even"><td>car</td>
<td>0.77</td>
<td>61.5</td>
</tr>
<tr class="row-odd"><td>children</td>
<td>2.67</td>
<td>0.0</td>
</tr>
<tr class="row-even"><td>large vehicle</td>
<td>1.44</td>
<td>42.7</td>
</tr>
<tr class="row-odd"><td>people speaking</td>
<td>1.30</td>
<td>8.6</td>
</tr>
<tr class="row-even"><td>people walking</td>
<td>1.44</td>
<td>33.5</td>
</tr>
</tbody>
</table>
<p><a class="reference external" href="http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/task-sound-event-detection-in-real-life-audio-results">More detailed results on DCASE2017 Task 3 results page.</a></p>
</div>
</div>
</div>


           </div>
           <div class="articleComments">
            
           </div>
          </div>
          <footer>
  
    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
      
        <a href="install.html" class="btn btn-neutral float-right" title="Installation" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
      
      
        <a href="system_description.html" class="btn btn-neutral" title="System description" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
      
    </div>
  

  <hr/>

  <div role="contentinfo">
    <p>
        &copy; Copyright 2017, Toni Heittola et al..

    </p>
  </div> 

</footer>

        </div>
      </div>

    </section>

  </div>
  


  

    <script type="text/javascript">
        var DOCUMENTATION_OPTIONS = {
            URL_ROOT:'./',
            VERSION:'1.0',
            COLLAPSE_INDEX:false,
            FILE_SUFFIX:'.html',
            HAS_SOURCE:  true,
            SOURCELINK_SUFFIX: '.txt'
        };
    </script>
      <script type="text/javascript" src="_static/jquery.js"></script>
      <script type="text/javascript" src="_static/underscore.js"></script>
      <script type="text/javascript" src="_static/doctools.js"></script>

  

  
  
    <script type="text/javascript" src="_static/js/theme.js"></script>
  

  
  
  <script type="text/javascript">
      jQuery(function () {
          SphinxRtdTheme.StickyNav.enable();
      });
  </script>
   

</body>
</html>